An analysis of review content and reviewer variables that contribute to review helpfulness

Review helpfulness is attracting increasing attention of practitioners and academics. It helps in reducing risks and uncertainty faced by users in online shopping. This study examines uninvestigated variables by looking at not only the review characteristics but also important indicators of reviewers. Several significant review content and two reviewer variables are proposed and an effective review helpfulness prediction model is built using stochastic gradient boosting learning method. This study derived a mechanism to extract novel review content variables from review text. Six popular machine learning models and three real-life Amazon review data sets are used for analysis. Our results are robust to several product categories and along three Amazon review data sets. The results show that review content variables deliver the best performance as compared to the reviewer and state-of-the-art baseline as a standalone model. This study finds that reviewer helpfulness per day and syllables in review text strongly relates to review helpfulness. Moreover, the number of space, aux verb, drives words in review text and productivity score of a reviewer are also effective predictors of review helpfulness. The findings will help customers to write better reviews, help retailers to manage their websites intelligently and aid customers in their product purchasing decisions.     

中职体育教学中学生团队意识的培养探析

当前,我国社会市场对人才的要求越来越多,而在众多要求中团队精神已经成为学生学习、求职、从事行业工作必备的条件。中职生是一群特殊的群体,其专业学习具有很强的职业性与目的性,在为中职生开展的体育教学中培养学生的团队意识非常重要。本文结合笔者多年的工作实践,探讨中职体育教学培养学生团队意识的策略,以供参考。     

习近平新时代体育强国思想的马克思唯物主义立场及价值引领

运用文献资料法、辩证分析法、逻辑推理法等研究方法，对习近平新时代体育强国思想的马克思唯物主义立场进行了演绎与阐释。研究认为：在马克思唯物主义立场层面，习近平新时代体育强国思想坚持体育强国梦与实现中华民族伟大复兴中国梦一脉相承的历史唯物主义立场和普遍联系的辩证唯物主义立场；坚持在体育强国建设进程中遵循问题导向的唯物主义本体论立场；坚持体育强国建设要利用好国际与国内两种资源的唯物主义内外因辩证关系的立场。在新的历史时期，习近平新时代体育强国思想引领着竞技体育、群众体育、体育产业等领域的发展理念和价值，创新与发展了马克思主义哲学的实践结构和理论视角，为开创新时代中国特色社会主义体育事业的新局面提供了坚实的理论基础和实践支持。     

Using the Information Structure Model to Compare Profile-Based Information Filtering Systems

In the IR field it is clear that the value of a system depends on the cost and benefit profiles of its users. It would seem obvious that different users would prefer different systems. In the TREC-9 filtering track, systems are evaluated by a utility measure specifying a given cost and benefit. However, in the study of decision systems it is known that, in some cases, one system may be unconditionally better than another. In this paper we employ a decision theoretic approach to find conditions under which an Information Filtering (IF) system is unconditionally superior to another for all users regardless of their cost and benefit profiles.It is well known that if two IF systems have equal precision the system with better recall will be preferred by all users. Similarly, with equal recall, better precision is universally preferred. We confirm these known results and discover an unexpected dominance relation in which a system with lower recall will be universally preferred provided its precision is sufficiently higher.     

从当前中小学体育教学现状看高校体育教育专业的教学改革

在新的历史时期，研究中小学校体育教学现状对于高等体育教育专业的教学改革十分必要。本主要采用问卷调查和献分析等方法对我国16个省、直辖市、自治区的241所中小学校进行问卷调查和分析，发现：当前中小学校体育教师的教学工作负担过重，科研的整体水平偏低，法律意识淡薄等不利因素；同时提出：在现阶段的高等体育教学中，应当加强对学生科研能力的培养，技术教学要突出“多能一专”的教学思想，并建议有关部门关注体育教师的“减负”问题。     

北京市义务教育阶段学生良好体育锻炼习惯的调查研究

通过北京市中小学生良好体育锻炼习惯现状的初步探讨,发现学生掌握的体育锻炼常识不准确,坚持锻炼的意志力不够。72%的学生基本达到每天一小时的锻炼,36%的学生在节假日期间仍能坚持参与体育活动。影响体育锻炼习惯的最主要因素是学生的体育兴趣、体育意志力,在此基础上提出了一些建议。     

对我国企业体育目前的现状、不足和发展趋势的研究

通过分析我国目前企业体育在市场经济制度下存在的不足 ,找出原因。借鉴国外企业体育的发展过程 ,从而得知职工体育俱乐部是我国企业体育的必然发展趋势。     

体育教育专业学生英语学习方式调查研究

报告了对沈阳体育学院体育教育专业学生外语学习方式倾向的调查研究,并以问卷为研究工具。运用定量研究方法,分析了个体差异如性别、外语水平等对学生学习方式倾向的影响。结果显示学生喜欢多种外语学习方式,外语成绩优、差学生6种学习方式均无显著差异,男生比女生更喜欢听觉学习,女生比男生更喜欢视觉学习。据此提出外语教师应根据学生的认知特点灵活运用各种教学方式,并指导学生调整和扩展多种学习风格以促进教与学的协调发展。     

我国球场观众暴力遏制策略的研究

采用文献资料、访谈与现场研究等方法探讨我国球场观众暴力的遏制策略问题。在介绍中外防范与治理球场观众暴力主要方法的基础上，针对我国球场观众暴力防治工作现状与问题，提出了6条遏制策略。研究结果可供政府有关部门在防治球场观众暴力时参考。